Forward Temporal Prediction on Shallow-water
0.001nRMSEUNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UNetType=Deterministic baseline2026.06 | 0.001 | 100 | 60.793 | |
| FNOType=Deterministic baseline2026.06 | 0.001 | 100 | 61.276 | |
| DiffUNet2Evaluation Variant=M (pixel-wise mean of k=8 samples)2026.06 | 0.003 | 99.9 | 49.906 | |
| DiffUNet2Evaluation Variant=BK (best-performing sample)2026.06 | 0.003 | 99.9 | 50.759 | |
| DiffUNet2Evaluation Variant=MK (mean metric over k samples)2026.06 | 0.004 | 99.9 | 48.567 | |
| DeepONetType=Deterministic baseline2026.06 | 0.005 | 99.9 | 47.119 |